Ethan Grooby
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Explore the profile of Ethan Grooby including associated specialties, affiliations and a list of published articles.
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9
Citations
20
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Recent Articles
1.
Grooby E, Poh Y, Marzbanrad F
Annu Int Conf IEEE Eng Med Biol Soc
. 2025 Mar;
2024:1-6.
PMID: 40039331
Digital stethoscopes provide a possible cost-effective solution to accessible screening of cardiovascular diseases in low-to-middle-income countries. Heart sound segmentation is an essential step in computer-aided screening. This paper examines the...
2.
Poh Y, Grooby E, Tan K, Zhou L, King A, Ramanathan A, et al.
IEEE Open J Eng Med Biol
. 2024 Jun;
5:345-352.
PMID: 38899018
Auscultation for neonates is a simple and non-invasive method of diagnosing cardiovascular and respiratory disease. However, obtaining high-quality chest sounds containing only heart or lung sounds is non-trivial. Hence, this...
3.
Grooby E, Sitaula C, Ahani S, Holsti L, Malhotra A, Dumont G, et al.
Annu Int Conf IEEE Eng Med Biol Soc
. 2023 Dec;
2023:1-5.
PMID: 38083549
This paper explores automated face and facial landmark detection of neonates, which is an important first step in many video-based neonatal health applications, such as vital sign estimation, pain assessment,...
4.
Cakici A, Aleman B, Grooby E
IEEE Pulse
. 2023 Oct;
13(6):29-32.
PMID: 37815946
Student members within IEEE Engineering in Medicine and Biology Society (EMBS) are one of the most active segments among all other membership levels. Student-led initiatives all around the world have...
5.
Grooby E, Sitaula C, Kwok T, Sharkey D, Marzbanrad F, Malhotra A
Pediatr Res
. 2023 Jan;
93(2):413-425.
PMID: 36593282
With the development of Artificial Intelligence techniques, smart health monitoring is becoming more popular. In this study, we investigate the trend of wearable sensors being adopted and developed in neonatal...
6.
Sitaula C, Grooby E, Kwok T, Sharkey D, Marzbanrad F, Malhotra A
Pediatr Res
. 2022 Dec;
93(2):426-436.
PMID: 36513806
Background: With the development of Artificial Intelligence (AI) techniques, smart health monitoring, particularly neonatal cardiorespiratory monitoring with wearable devices, is becoming more popular. To this end, it is crucial to...
7.
Grooby E, Sitaula C, Fattahi D, Sameni R, Tan K, Zhou L, et al.
IEEE J Biomed Health Inform
. 2022 Oct;
27(6):2635-2646.
PMID: 36264732
Stethoscope-recorded chest sounds provide the opportunity for remote cardio-respiratory health monitoring of neonates. However, reliable monitoring requires high-quality heart and lung sounds. This paper presents novel artificial intelligence-based Non-negative Matrix...
8.
Grooby E, Sitaula C, Tan K, Zhou L, King A, Ramanathan A, et al.
Annu Int Conf IEEE Eng Med Biol Soc
. 2022 Sep;
2022:4996-4999.
PMID: 36086631
Neonatal respiratory distress is a common condition that if left untreated, can lead to short- and long-term complications. This paper investigates the usage of digital stethoscope recorded chest sounds taken...
9.
Grooby E, He J, Fattahi D, Zhou L, King A, Ramanathan A, et al.
Annu Int Conf IEEE Eng Med Biol Soc
. 2021 Dec;
2021:5668-5673.
PMID: 34892408
Obtaining high quality heart and lung sounds enables clinicians to accurately assess a newborns cardio-respiratory health and provide timely care. However, noisy chest sound recordings are common, hindering timely and...
10.
Grooby E, He J, Kiewsky J, Fattahi D, Zhou L, King A, et al.
IEEE J Biomed Health Inform
. 2020 Dec;
25(12):4255-4266.
PMID: 33370240
With advances in digital stethoscopes, internet of things, signal processing and machine learning, chest sounds can be easily collected and transmitted to the cloud for remote monitoring and diagnosis. However,...